BRN Discussion Ongoing

Iseki

Regular
If they have based MB.OS off QNX they would just write their own proprietary driver.


Mercedes are designing MSOCs. They don't need drivers for pcie cards, they will likely be working with chips on their own interfaces
Yep, Those MSOC's 'll transform your plebean vehicle from thirsty gas guzzler to thrifty gaslighter. Good luck to them! My skyline had a minicomputer, and all MB's had was automatic fuel openers that opened when the level got low. Those feckers use to open all the time.
 

walderamaa

Emerged

🤔🤔🤔
 

Diogenese

Top 20
If anyone's curious about what francois Piednoel has been working on at Mercedes:

WO2024230948A1 AUTONOMOUS VEHICLE SYSTEM ON CHIP 20230510

Applicants: MERCEDES BENZ GROUP AG [DE]; Inventors: PIEDNOEL FRANCOIS [US]
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[0047] In various examples, the system on chip 300 can further include a machine-learning (ML) accelerator chiplet 350 that is specialized for accelerating Al workloads, such as image inferences or other sensor inferences using machine learning, in order to achieve high performance and low power consumption for these workloads. The ML accelerator chiplet 350 can include an engine designed to efficiently process graph-based data structures, which are commonly used in Al workloads, and a highly parallel processor, allowing for efficient processing of large volumes of data. The ML accelerator chiplet 350 can also include specialized hardware accelerators for common Al operations such as matrix multiplication and convolution as well as a memory hierarchy designed to optimize memory access for Al workloads, which often have complex memory access patterns.

Now I'm sure Francois knows at least one ML accelerator which does not use matrix multiplication (MM), but TENNs does use MM.

This one is interseting in that it shows the use of redundant SoCs:

WO2024230971A1 MULTIPLE SYSTEM-ON-CHIP ARRANGEMENT FOR VEHICLE COMPUTING SYSTEM 20230510

1740411348710.png





An interesting unrelated development, not yet shown to be suitable for automotive, is replacable clip-in chiplets (a bit like a SIM card), as this would enable the upgrading of the physical chiplet. However, the technology would need to be proven in the hostile vibrational environment of a car.


Multi-Chiplet Implementation of a Replaceable Integrated Chiplet (PINCH) Assembly

With the continuous growth of disaggregated systems, a need for new modular platforms to facilitate integration arises. A rePlaceable INegrated CHiplet (PINCH) assembly technology with the capability for reassembly, upgradeability, testing, and prototyping systems of multiple chiplets at once is presented. PINCH consists of a socket platform, positive self-alignment structures (PSAS), compressible micro interconnects (CMIs), and an interposer for die-to-die connectivity. The substrate-agnostic PSAS-to-PSAS self-alignment technology allows us to achieve sub-micrometer alignment accuracy without the need for advanced alignment equipment. CMIs are nonpermanent compliant OFF-chip electrical interconnects with the capability of compensating for height differences and nonuniform assembly force. 2-D arrays of 33×33 150 μm pitch CMIs are tested using the PINCH assembly platform and four-wire resistance measurements are reported. The total I/O count comes to 1089 per die. Single-chiplet and multi-chiplet implementations of PINCH are discussed. The total average resistance between chiplets was 113.8 mΩ for the single-chiplet assembly and 127.7 mΩ for the multi-chiplet assembly.

In the vibratiing environment, the featherweight mass of a clip-in chiplet would be an advantage, as it would have low momentum and thus be less likely to be displaced. (See DToE)*.

* Diogenese Theory of Everything.
 
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Frangipani

Top 20
Check out this wonderful new use case: 😍

A collaboration with Omani start-up Onsor on real-time epilepsy seizure prediction in innovative smart glasses, incorporating both EEG sensors and neuromorphic processing capabilities thanks to AKD1500!

“At Onsor, we believe technology should empower people, not just assist them. That’s why we set out to create something truly life changing. A device that predicts seizures before they happen using AI. By integrating BrainChip’s Akida technology, we’re giving people real-time alerts, the power to take control, and the freedom to live with confidence. Great partnerships create breakthroughs. By integrating BrainChip’s Akida technology, we’re pushing the boundaries of what’s possible in AI and IoT. This collaboration isn’t just about technology, it’s about creating real-world solutions, like our neuromorphic seizure prediction glasses, that make a meaningful impact,” said Maadh Al Hinaai, CEO of Onsor Technologies.

The Onsor solution consists of a pair of wearable glasses incorporating EEG sensors, neuromorphic processing capabilities, paired with a user-friendly alert system on a mobile device. The key innovation is a seizure prediction neural network running on BrainChip’s Akida architecture, trained using Onsor data sets to achieve more than 95% accuracy out of the box with incremental learning and personalization algorithms to continuously increase accuracy for the user.


“Wearable devices such as these are only possible due to the innovation of Akida’s neuromorphic approach to produce ultra-low power processing and its ability to optimize the development and deployment of AI applications for the Edge. We look forward to continuing to collaborate with Onsor to advance the capabilities of this revolutionary product throughout its development and introduction into the market.” said Sean Hehir, BrainChip CEO.




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BrainChip Collaborates with Onsor Technologies To Power Epileptic Seizure-Detecting Glasses

February 24, 2025 11:00 AM Eastern Standard Time

LAGUNA HILLS, Calif.--(BUSINESS WIRE)--BrainChip Holdings Ltd (ASX: BRN, OTCQX: BRCHF, ADR: BCHPY), the world’s first commercial producer of ultra-low power, fully digital, event-based, neuromorphic AI, today announced a collaboration with Onsor Technologies to enable an innovative approach using neuromorphic computing to predict epileptic seizures utilizing the Akida™ Platform in a wearable design.

“At Onsor, we believe technology should empower people, not just assist them. That’s why we set out to create something truly life changing. A device that predicts seizures before they happen using AI. By integrating BrainChip’s Akida technology, we’re giving people real-time alerts, the power to take control, and the freedom to live with confidence. Great partnerships create breakthroughs. By integrating BrainChip’s Akida technology, we’re pushing the boundaries of what’s possible in AI and IoT. This collaboration isn’t just about technology, it’s about creating real-world solutions, like our neuromorphic seizure prediction glasses, that make a meaningful impact,” said Maadh Al Hinaai, CEO of Onsor Technologies.

The Onsor solution consists of a pair of wearable glasses incorporating EEG sensors, neuromorphic processing capabilities, paired with a user-friendly alert system on a mobile device. The key innovation is a seizure prediction neural network running on BrainChip’s Akida architecture, trained using Onsor data sets to achieve more than 95% accuracy out of the box with incremental learning and personalization algorithms to continuously increase accuracy for the user.


“Wearable devices such as these are only possible due to the innovation of Akida’s neuromorphic approach to produce ultra-low power processing and its ability to optimize the development and deployment of AI applications for the Edge. We look forward to continuing to collaborate with Onsor to advance the capabilities of this revolutionary product throughout its development and introduction into the market.” said Sean Hehir, BrainChip CEO.

About BrainChip Holdings Ltd (ASX: BRN, OTCQX: BRCHF, ADR: BCHPY)
BrainChip is the worldwide leader in Edge AI on-chip processing and learning. The company’s first-to-market, fully digital, event-based AI processor, Akida™, uses neuromorphic principles to mimic the human brain, analyzing only essential sensor inputs at the point of acquisition, processing data with unparalleled efficiency, precision, and economy of energy. Akida uniquely enables Edge learning on the chip, independent of the cloud, dramatically reducing latency while improving privacy and data security. Akida Neural processor IP, when integrated into SoCs on any process technology, has shown substantial benefits on today’s workloads and networks, and offers a platform for developers to create, tune and run their models using standard AI workflows like Tensorflow/Keras. In enabling effective Edge compute to be universally deployable across real world applications such as connected cars, consumer electronics, and industrial IoT, BrainChip is proving that on-chip AI, close to the sensor, is the future, for its customers’ products, as well as the planet. Explore the benefits of Essential AI at www.brainchip.com.

About Onsor
At Onsor, we take pride in being a prominent technological entity, deeply rooted in Omani culture and national pride, committed to placing the Sultanate at the forefront of the global technology arena with unparalleled expertise. Our core drivers of ideas, innovation, and inspiration empower us to deliver cutting edge technological solutions that elevate the lives of our users.
Go Beyond at Onsor.om.

Follow BrainChip on Twitter: https://www.twitter.com/BrainChip_inc
Follow BrainChip on LinkedIn: https://www.linkedin.com/company/7792006
 
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Frangipani

Top 20
We get a couple of mentions in this article by AI Consultant and Venture Capitalist Seth Dobrin (IBM’s former Global Chief AI Officer) - here are some excerpts:


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Quiltman

Regular
We get a couple of mentions in this article by AI Consultant and Venture Capitalist Seth Dobrin (IBM’s former Global Chief AI Officer) - here are some excerpts:


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Wow, what a magnificent Tuesday. !

A bonafide wearable product using AKIDA.

The key innovation is a seizure prediction neural network running on BrainChip’s Akida architecture, trained using Onsor data sets to achieve more than 95% accuracy out of the box with incremental learning and personalization algorithms to continuously increase accuracy for the user.

And incredibly strong endorsement from one of the world's leading technologists.

1740421983422.png


Thanks @Frangipani
 
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Quiltman

Regular
This is key:

1740422177828.png


The market needs to decide where we are on this adoption timeline.
We have moved beyond scientific papers and academic institutions.
Initial niche applications are appearing, such as space, satellite, defence, Cyberware and now the first wearable device.

Question is: How long, not "if", until mainstream adoption & scaling of spiking networks, and with that Akida.

Anyone taking a short position on BrainChip has to be asking themselves this question. IMHO, there are far less risky "short" opportunities out there ( let's start with the Commonwealth Bank ! )
 
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Andy38

The hope of potential generational wealth is real
Check out this wonderful new use case: 😍

A collaboration with Omani start-up Onsor on real-time epilepsy seizure prediction in innovative smart glasses, incorporating both EEG sensors and neuromorphic processing capabilities thanks to AKD1500!

“At Onsor, we believe technology should empower people, not just assist them. That’s why we set out to create something truly life changing. A device that predicts seizures before they happen using AI. By integrating BrainChip’s Akida technology, we’re giving people real-time alerts, the power to take control, and the freedom to live with confidence. Great partnerships create breakthroughs. By integrating BrainChip’s Akida technology, we’re pushing the boundaries of what’s possible in AI and IoT. This collaboration isn’t just about technology, it’s about creating real-world solutions, like our neuromorphic seizure prediction glasses, that make a meaningful impact,” said Maadh Al Hinaai, CEO of Onsor Technologies.

The Onsor solution consists of a pair of wearable glasses incorporating EEG sensors, neuromorphic processing capabilities, paired with a user-friendly alert system on a mobile device. The key innovation is a seizure prediction neural network running on BrainChip’s Akida architecture, trained using Onsor data sets to achieve more than 95% accuracy out of the box with incremental learning and personalization algorithms to continuously increase accuracy for the user.


“Wearable devices such as these are only possible due to the innovation of Akida’s neuromorphic approach to produce ultra-low power processing and its ability to optimize the development and deployment of AI applications for the Edge. We look forward to continuing to collaborate with Onsor to advance the capabilities of this revolutionary product throughout its development and introduction into the market.” said Sean Hehir, BrainChip CEO.




View attachment 78012



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View attachment 78014 View attachment 78015 View attachment 78016


BrainChip Collaborates with Onsor Technologies To Power Epileptic Seizure-Detecting Glasses

February 24, 2025 11:00 AM Eastern Standard Time

LAGUNA HILLS, Calif.--(BUSINESS WIRE)--BrainChip Holdings Ltd (ASX: BRN, OTCQX: BRCHF, ADR: BCHPY), the world’s first commercial producer of ultra-low power, fully digital, event-based, neuromorphic AI, today announced a collaboration with Onsor Technologies to enable an innovative approach using neuromorphic computing to predict epileptic seizures utilizing the Akida™ Platform in a wearable design.

“At Onsor, we believe technology should empower people, not just assist them. That’s why we set out to create something truly life changing. A device that predicts seizures before they happen using AI. By integrating BrainChip’s Akida technology, we’re giving people real-time alerts, the power to take control, and the freedom to live with confidence. Great partnerships create breakthroughs. By integrating BrainChip’s Akida technology, we’re pushing the boundaries of what’s possible in AI and IoT. This collaboration isn’t just about technology, it’s about creating real-world solutions, like our neuromorphic seizure prediction glasses, that make a meaningful impact,” said Maadh Al Hinaai, CEO of Onsor Technologies.

The Onsor solution consists of a pair of wearable glasses incorporating EEG sensors, neuromorphic processing capabilities, paired with a user-friendly alert system on a mobile device. The key innovation is a seizure prediction neural network running on BrainChip’s Akida architecture, trained using Onsor data sets to achieve more than 95% accuracy out of the box with incremental learning and personalization algorithms to continuously increase accuracy for the user.


“Wearable devices such as these are only possible due to the innovation of Akida’s neuromorphic approach to produce ultra-low power processing and its ability to optimize the development and deployment of AI applications for the Edge. We look forward to continuing to collaborate with Onsor to advance the capabilities of this revolutionary product throughout its development and introduction into the market.” said Sean Hehir, BrainChip CEO.

About BrainChip Holdings Ltd (ASX: BRN, OTCQX: BRCHF, ADR: BCHPY)
BrainChip is the worldwide leader in Edge AI on-chip processing and learning. The company’s first-to-market, fully digital, event-based AI processor, Akida™, uses neuromorphic principles to mimic the human brain, analyzing only essential sensor inputs at the point of acquisition, processing data with unparalleled efficiency, precision, and economy of energy. Akida uniquely enables Edge learning on the chip, independent of the cloud, dramatically reducing latency while improving privacy and data security. Akida Neural processor IP, when integrated into SoCs on any process technology, has shown substantial benefits on today’s workloads and networks, and offers a platform for developers to create, tune and run their models using standard AI workflows like Tensorflow/Keras. In enabling effective Edge compute to be universally deployable across real world applications such as connected cars, consumer electronics, and industrial IoT, BrainChip is proving that on-chip AI, close to the sensor, is the future, for its customers’ products, as well as the planet. Explore the benefits of Essential AI at www.brainchip.com.

About Onsor
At Onsor, we take pride in being a prominent technological entity, deeply rooted in Omani culture and national pride, committed to placing the Sultanate at the forefront of the global technology arena with unparalleled expertise. Our core drivers of ideas, innovation, and inspiration empower us to deliver cutting edge technological solutions that elevate the lives of our users.
Go Beyond at Onsor.om.

Follow BrainChip on Twitter: https://www.twitter.com/BrainChip_inc
Follow BrainChip on LinkedIn: https://www.linkedin.com/company/7792006
@Frangipani this is fantastic. As someone who works in the medical field, all be it as an Osteopath. This technology, along with so many others that we are constantly hearing the potential use cases like hearing aids etc. is what keeps me invested in a company that is literally going to be a game changer for so many people that struggle with even the most simple things in life. My immediate thought for this particular use case is that it may have the potential to allow people who suffer from epilepsy to drive! All of us that can drive May take this activity of daily living for granted….but could you imagine being told… “if you wear these glasses we are going to grant you your freedom and you can now have a drivers license”!??
Now some may also say BRN could be potentially solving that problem with contributing to autonomous driving…but I still feel that is a way off yet.
Use cases with our mate at Tata Elexsi are huuuge!
Have a great Tuesday all, and have a little think about how impactful this amazing technology that has been born from our great founders Peter and Anil could be game changing to so many that suffer from all sorts of varied medical conditions!
 
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goodvibes

Regular
@Frangipani this is fantastic. As someone who works in the medical field, all be it as an Osteopath. This technology, along with so many others that we are constantly hearing the potential use cases like hearing aids etc. is what keeps me invested in a company that is literally going to be a game changer for so many people that struggle with even the most simple things in life. My immediate thought for this particular use case is that it may have the potential to allow people who suffer from epilepsy to drive! All of us that can drive May take this activity of daily living for granted….but could you imagine being told… “if you wear these glasses we are going to grant you your freedom and you can now have a drivers license”!??
Now some may also say BRN could be potentially solving that problem with contributing to autonomous driving…but I still feel that is a way off yet.
Use cases with our mate at Tata Elexsi are huuuge!
Have a great Tuesday all, and have a little think about how impactful this amazing technology that has been born from our great founders Peter and Anil could be game changing to so many that suffer from all sorts of varied medical conditions!
Discover the unique features of NEXA the innovation that brings hope for a more stable and confident life.

 

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Pmel

Regular

This is impressive.
 
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Pmel

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Pmel

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Frangipani

Top 20
Check out this wonderful new use case: 😍

A collaboration with Omani start-up Onsor on real-time epilepsy seizure prediction in innovative smart glasses, incorporating both EEG sensors and neuromorphic processing capabilities thanks to AKD1500!

“At Onsor, we believe technology should empower people, not just assist them. That’s why we set out to create something truly life changing. A device that predicts seizures before they happen using AI. By integrating BrainChip’s Akida technology, we’re giving people real-time alerts, the power to take control, and the freedom to live with confidence. Great partnerships create breakthroughs. By integrating BrainChip’s Akida technology, we’re pushing the boundaries of what’s possible in AI and IoT. This collaboration isn’t just about technology, it’s about creating real-world solutions, like our neuromorphic seizure prediction glasses, that make a meaningful impact,” said Maadh Al Hinaai, CEO of Onsor Technologies.

The Onsor solution consists of a pair of wearable glasses incorporating EEG sensors, neuromorphic processing capabilities, paired with a user-friendly alert system on a mobile device. The key innovation is a seizure prediction neural network running on BrainChip’s Akida architecture, trained using Onsor data sets to achieve more than 95% accuracy out of the box with incremental learning and personalization algorithms to continuously increase accuracy for the user.


“Wearable devices such as these are only possible due to the innovation of Akida’s neuromorphic approach to produce ultra-low power processing and its ability to optimize the development and deployment of AI applications for the Edge. We look forward to continuing to collaborate with Onsor to advance the capabilities of this revolutionary product throughout its development and introduction into the market.” said Sean Hehir, BrainChip CEO.




View attachment 78012



View attachment 78013



View attachment 78014 View attachment 78015 View attachment 78016


BrainChip Collaborates with Onsor Technologies To Power Epileptic Seizure-Detecting Glasses

February 24, 2025 11:00 AM Eastern Standard Time

LAGUNA HILLS, Calif.--(BUSINESS WIRE)--BrainChip Holdings Ltd (ASX: BRN, OTCQX: BRCHF, ADR: BCHPY), the world’s first commercial producer of ultra-low power, fully digital, event-based, neuromorphic AI, today announced a collaboration with Onsor Technologies to enable an innovative approach using neuromorphic computing to predict epileptic seizures utilizing the Akida™ Platform in a wearable design.

“At Onsor, we believe technology should empower people, not just assist them. That’s why we set out to create something truly life changing. A device that predicts seizures before they happen using AI. By integrating BrainChip’s Akida technology, we’re giving people real-time alerts, the power to take control, and the freedom to live with confidence. Great partnerships create breakthroughs. By integrating BrainChip’s Akida technology, we’re pushing the boundaries of what’s possible in AI and IoT. This collaboration isn’t just about technology, it’s about creating real-world solutions, like our neuromorphic seizure prediction glasses, that make a meaningful impact,” said Maadh Al Hinaai, CEO of Onsor Technologies.

The Onsor solution consists of a pair of wearable glasses incorporating EEG sensors, neuromorphic processing capabilities, paired with a user-friendly alert system on a mobile device. The key innovation is a seizure prediction neural network running on BrainChip’s Akida architecture, trained using Onsor data sets to achieve more than 95% accuracy out of the box with incremental learning and personalization algorithms to continuously increase accuracy for the user.


“Wearable devices such as these are only possible due to the innovation of Akida’s neuromorphic approach to produce ultra-low power processing and its ability to optimize the development and deployment of AI applications for the Edge. We look forward to continuing to collaborate with Onsor to advance the capabilities of this revolutionary product throughout its development and introduction into the market.” said Sean Hehir, BrainChip CEO.

About BrainChip Holdings Ltd (ASX: BRN, OTCQX: BRCHF, ADR: BCHPY)
BrainChip is the worldwide leader in Edge AI on-chip processing and learning. The company’s first-to-market, fully digital, event-based AI processor, Akida™, uses neuromorphic principles to mimic the human brain, analyzing only essential sensor inputs at the point of acquisition, processing data with unparalleled efficiency, precision, and economy of energy. Akida uniquely enables Edge learning on the chip, independent of the cloud, dramatically reducing latency while improving privacy and data security. Akida Neural processor IP, when integrated into SoCs on any process technology, has shown substantial benefits on today’s workloads and networks, and offers a platform for developers to create, tune and run their models using standard AI workflows like Tensorflow/Keras. In enabling effective Edge compute to be universally deployable across real world applications such as connected cars, consumer electronics, and industrial IoT, BrainChip is proving that on-chip AI, close to the sensor, is the future, for its customers’ products, as well as the planet. Explore the benefits of Essential AI at www.brainchip.com.

About Onsor
At Onsor, we take pride in being a prominent technological entity, deeply rooted in Omani culture and national pride, committed to placing the Sultanate at the forefront of the global technology arena with unparalleled expertise. Our core drivers of ideas, innovation, and inspiration empower us to deliver cutting edge technological solutions that elevate the lives of our users.
Go Beyond at Onsor.om.

Follow BrainChip on Twitter: https://www.twitter.com/BrainChip_inc
Follow BrainChip on LinkedIn: https://www.linkedin.com/company/7792006

Discover the unique features of NEXA the innovation that brings hope for a more stable and confident life.







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manny100

Regular
@Frangipani this is fantastic. As someone who works in the medical field, all be it as an Osteopath. This technology, along with so many others that we are constantly hearing the potential use cases like hearing aids etc. is what keeps me invested in a company that is literally going to be a game changer for so many people that struggle with even the most simple things in life. My immediate thought for this particular use case is that it may have the potential to allow people who suffer from epilepsy to drive! All of us that can drive May take this activity of daily living for granted….but could you imagine being told… “if you wear these glasses we are going to grant you your freedom and you can now have a drivers license”!??
Now some may also say BRN could be potentially solving that problem with contributing to autonomous driving…but I still feel that is a way off yet.
Use cases with our mate at Tata Elexsi are huuuge!
Have a great Tuesday all, and have a little think about how impactful this amazing technology that has been born from our great founders Peter and Anil could be game changing to so many that suffer from all sorts of varied medical conditions!
It's an unbelievable step and life changer for epileptics.
It will not be long before AKIDA will be used by elite sports to detect weaknesses that could lead to injury in players.
 
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GStocks123

Regular
It's an unbelievable step and life changer for epileptics.
It will not be long before AKIDA will be used by elite sports to detect weaknesses that could lead to injury in players.
Does anyone know if META’s Raybans sunglasses can already achieve this? And if so, I wonder what the price difference will be?
 
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Frangipani

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Frangipani

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perceptron

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Great read.
 
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